Triple

T2901515
Position Surface form Disambiguated ID Type / Status
Subject Le Père Goriot E62662 entity
Predicate containsCharacter P5716 FINISHED
Object Bianchon
Bianchon is a recurring character in Honoré de Balzac’s La Comédie humaine, depicted as a capable and compassionate young medical student who later becomes a respected doctor.
E310123 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Bianchon | Statement: [Le Père Goriot, containsCharacter, Bianchon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bianchon
Context triple: [Le Père Goriot, containsCharacter, Bianchon]
  • A. Monsieur Bonacieux
    Monsieur Bonacieux is a minor but pivotal character in Alexandre Dumas' novel "The Three Musketeers," known as Constance Bonacieux's older, miserly husband and d'Artagnan's landlord in Paris.
  • B. Monsieur St. Aubert
    Monsieur St. Aubert is the gentle, virtuous father of Emily in Ann Radcliffe’s Gothic novel "The Mysteries of Udolpho," whose wisdom and sensitivity deeply shape her character and values.
  • C. Firmin
    Firmin is a French given name notably borne by Firmin Didot, a renowned printer, typefounder, and member of the influential Didot family in the history of typography.
  • D. Étienne
    Étienne is the given first name of the French Symbolist poet Stéphane Mallarmé.
  • E. Firmin Bourgeois
    Firmin Bourgeois was a 19th-century French architect best known for designing the Musée de l’Orangerie in Paris.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bianchon
Triple: [Le Père Goriot, containsCharacter, Bianchon]
Generated description
Bianchon is a recurring character in Honoré de Balzac’s La Comédie humaine, depicted as a capable and compassionate young medical student who later becomes a respected doctor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bianchon
Target entity description: Bianchon is a recurring character in Honoré de Balzac’s La Comédie humaine, depicted as a capable and compassionate young medical student who later becomes a respected doctor.
  • A. Monsieur Bonacieux
    Monsieur Bonacieux is a minor but pivotal character in Alexandre Dumas' novel "The Three Musketeers," known as Constance Bonacieux's older, miserly husband and d'Artagnan's landlord in Paris.
  • B. Monsieur St. Aubert
    Monsieur St. Aubert is the gentle, virtuous father of Emily in Ann Radcliffe’s Gothic novel "The Mysteries of Udolpho," whose wisdom and sensitivity deeply shape her character and values.
  • C. Firmin
    Firmin is a French given name notably borne by Firmin Didot, a renowned printer, typefounder, and member of the influential Didot family in the history of typography.
  • D. Étienne
    Étienne is the given first name of the French Symbolist poet Stéphane Mallarmé.
  • E. Firmin Bourgeois
    Firmin Bourgeois was a 19th-century French architect best known for designing the Musée de l’Orangerie in Paris.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ab4c3e070c8190b78d3d2c005876dd completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abe0b261c081909b66b21520b4731b completed March 7, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0560300548190879d148ec1791e7a completed March 10, 2026, 5:33 p.m.
NEDg Description generation batch_69b05e6fa8b481908b7bb9fbcf780aa8 completed March 10, 2026, 6:09 p.m.
NED2 Entity disambiguation (via description) batch_69b0621fe39c819098839b585ebbdb10 completed March 10, 2026, 6:25 p.m.
Created at: March 6, 2026, 10:10 p.m.